GitHub user agoodm reopened a pull request: https://github.com/apache/zeppelin/pull/1439
[ZEPPELIN-1423] Allow users to specify pre/post-execute callbacks for interpreters ### What is this PR for? One feature built-in to Jupyter's ipykernel that is currently missing in Zeppelin are pre/post-execute "callbacks". This PR allows for the possibility of entering code that is set to be executed by the interpreter before the code entered into the paragraph (pre-execute) and after (post-execute). In addition to saving some users the effort of writing code that they want executed in every paragraph, this will help pave the way for more advanced features coming soon, like automatically displaying matplotlib figures without an explicit call to a `show()` function. See the JIRA issue for more details on this. The core implementation for this is primarily contained in a new class called `InterpreterCallbackRegistry` which heavily mimics the Angular Display system (eg, `AngularObjectRegistry`). While this interface alone should suffice for Interpreter maintainers on the Java/JVM side, I also thought it might be useful to expose the system directly to the users in their notebooks. Hence, an implementation that works with the spark and pyspark interpreters (via the `ZeppelinContext` class) is also included here. ### What type of PR is it? New Feature ### Todos * [x] - Add unit tests * [x] - Add new documentation (Maybe) - Find a better way to check for errors in pre-execute as this can brick the REPL (see more info below) ### What is the Jira issue? [ZEPPELIN-1423](https://issues.apache.org/jira/browse/ZEPPELIN-1423) ### How should this be tested? In a new note, add the following lines of code to a paragraph: ```python %pyspark z.registerCallback("post_exec", "print 'This code should be executed before the parapgraph code!'") z.registerCallback("pre_exec", "print 'This code should be executed after the paragraph code!'") ``` Then run any other paragraph in the note containing some other code, eg ```python %pyspark print "This code should be entered into the paragraph by the user!" ``` The output should be: ``` This code should be executed before the paragraph code! This code should be entered into the paragraph by the user! This code should be executed after the paragraph code! ``` You should also test out the other two methods (`getCallback()` and `unregisterCallback()`) specified in `ZeppelinContext.java`. One final caveat that should be mentioned: If there are errors in the code you specify for a pre-execute event, it will render the interpreter useless since the current implementation prepends the the code specified in `pre_exec` directly to the paragraph entered code before calling `interpret()`. The current workaround for this would be to either restart the interpreter group or call `unregisterCallback()` via a different REPL within the interpreter group (eg, `z.unregisterCallback("pre_exec", "pyspark")` from the spark interpreter). I would appreciate if anyone here would be willing to share any better approaches here. ### Questions: * Does the licenses files need update? No * Is there breaking changes for older versions? No * Does this needs documentation? Yes You can merge this pull request into a Git repository by running: $ git pull https://github.com/agoodm/zeppelin ZEPPELIN-1423 Alternatively you can review and apply these changes as the patch at: https://github.com/apache/zeppelin/pull/1439.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #1439 ---- commit eb26886986ec067a6104fa5de6f8bd99deb2ee1b Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-13T20:32:36Z First attempt at adding pre/post-execute callbacks Added support for pre/post-execute callback hooks to interpreters commit f50eccaa56889f0feda4a48a2222226df6596d53 Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-19T22:48:34Z Added support for user defined callbacks in spark/pyspark interpreters commit 1594dfbcb2df805705143df913e9a5eb63c6be18 Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-20T18:14:47Z Deleted unused files commit e1ba95b4e8a8c46ac8f685d64ff1cd59ea9c71c1 Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-20T18:16:28Z Regenerated thrift files using v0.9.2 commit b8265fea798c92a411324a2eb3a73f245b8e50ee Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-20T20:13:33Z Added unit tests for InterpreterCallbackRegistry commit 3e7c8520786190891e70762828406f5ff7b431b0 Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-20T21:02:19Z Cleaned up ZeppelinContext callback registry API commit 5822ecd85ec19c156ee7722fcab90dac675e94dd Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-20T21:11:25Z Added documentation for callback registry system commit ffc02f7f1e29d7e635ee7562d493fd305a45479a Author: Alex Goodman <ago...@users.noreply.github.com> Date: 2016-09-23T20:49:02Z Get default replName for callback registry from paragraph ---- --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. 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